Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 744 |
| Missing cells | 650 |
| Missing cells (%) | 3.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 139.6 KiB |
| Average record size in memory | 192.2 B |
Variable types
| Categorical | 9 |
|---|---|
| DateTime | 1 |
| Numeric | 14 |
name has constant value "" | Constant |
preciptype has constant value "" | Constant |
snow has constant value "" | Constant |
snowdepth has constant value "" | Constant |
severerisk is highly imbalanced (97.3%) | Imbalance |
stations is highly imbalanced (84.4%) | Imbalance |
preciptype has 650 (87.4%) missing values | Missing |
datetime has unique values | Unique |
precip has 650 (87.4%) zeros | Zeros |
cloudcover has 34 (4.6%) zeros | Zeros |
solarradiation has 460 (61.8%) zeros | Zeros |
solarenergy has 483 (64.9%) zeros | Zeros |
uvindex has 545 (73.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-13 05:51:29.640066 |
|---|---|
| Analysis finished | 2024-04-13 05:52:11.329293 |
| Duration | 41.69 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
name
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| New York City,USA |
|---|
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 17 |
| Min length | 17 |
Characters and Unicode
| Total characters | 12648 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | New York City,USA |
|---|---|
| 2nd row | New York City,USA |
| 3rd row | New York City,USA |
| 4th row | New York City,USA |
| 5th row | New York City,USA |
Common Values
| Value | Count | Frequency (%) |
| New York City,USA | 744 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 744 | |
| york | 744 | |
| city,usa | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1488 | 11.8% | |
| N | 744 | 5.9% |
| e | 744 | 5.9% |
| w | 744 | 5.9% |
| Y | 744 | 5.9% |
| o | 744 | 5.9% |
| r | 744 | 5.9% |
| k | 744 | 5.9% |
| C | 744 | 5.9% |
| i | 744 | 5.9% |
| Other values (6) | 4464 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12648 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1488 | 11.8% | |
| N | 744 | 5.9% |
| e | 744 | 5.9% |
| w | 744 | 5.9% |
| Y | 744 | 5.9% |
| o | 744 | 5.9% |
| r | 744 | 5.9% |
| k | 744 | 5.9% |
| C | 744 | 5.9% |
| i | 744 | 5.9% |
| Other values (6) | 4464 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12648 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1488 | 11.8% | |
| N | 744 | 5.9% |
| e | 744 | 5.9% |
| w | 744 | 5.9% |
| Y | 744 | 5.9% |
| o | 744 | 5.9% |
| r | 744 | 5.9% |
| k | 744 | 5.9% |
| C | 744 | 5.9% |
| i | 744 | 5.9% |
| Other values (6) | 4464 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12648 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1488 | 11.8% | |
| N | 744 | 5.9% |
| e | 744 | 5.9% |
| w | 744 | 5.9% |
| Y | 744 | 5.9% |
| o | 744 | 5.9% |
| r | 744 | 5.9% |
| k | 744 | 5.9% |
| C | 744 | 5.9% |
| i | 744 | 5.9% |
| Other values (6) | 4464 |
datetime
Date
UNIQUE
| Distinct | 744 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Minimum | 2023-12-01 00:00:00 |
|---|---|
| Maximum | 2023-12-31 23:00:00 |
Histogram with fixed size bins (bins=50)
temp
Real number (ℝ)
| Distinct | 83 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.030914 |
| Minimum | -2.2 |
|---|---|
| Maximum | 15.7 |
| Zeros | 6 |
| Zeros (%) | 0.8% |
| Negative | 10 |
| Negative (%) | 1.3% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -2.2 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 4.4 |
| median | 6.8 |
| Q3 | 8.9 |
| 95-th percentile | 13.4 |
| Maximum | 15.7 |
| Range | 17.9 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.3799004 |
|---|---|
| Coefficient of variation (CV) | 0.48071992 |
| Kurtosis | -0.084476299 |
| Mean | 7.030914 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 0.16040455 |
| Sum | 5231 |
| Variance | 11.423727 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.7 | 37 | 5.0% |
| 7.2 | 34 | 4.6% |
| 8.4 | 32 | 4.3% |
| 5.6 | 28 | 3.8% |
| 5 | 28 | 3.8% |
| 7.9 | 27 | 3.6% |
| 6.1 | 27 | 3.6% |
| 8.9 | 24 | 3.2% |
| 9.4 | 23 | 3.1% |
| 8.8 | 22 | 3.0% |
| Other values (73) | 462 |
| Value | Count | Frequency (%) |
| -2.2 | 1 | 0.1% |
| -1.8 | 1 | 0.1% |
| -1.7 | 2 | 0.3% |
| -1.3 | 1 | 0.1% |
| -1.2 | 1 | 0.1% |
| -0.7 | 2 | 0.3% |
| -0.1 | 2 | 0.3% |
| 0 | 6 | |
| 0.6 | 3 | |
| 1 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 15.7 | 1 | 0.1% |
| 15.6 | 1 | 0.1% |
| 15.5 | 1 | 0.1% |
| 15.1 | 6 | |
| 15 | 5 | |
| 14.4 | 4 | |
| 14.3 | 3 | 0.4% |
| 13.9 | 8 | |
| 13.8 | 4 | |
| 13.4 | 6 |
feelslike
Real number (ℝ)
| Distinct | 143 |
|---|---|
| Distinct (%) | 19.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3283602 |
| Minimum | -6.7 |
|---|---|
| Maximum | 15.7 |
| Zeros | 6 |
| Zeros (%) | 0.8% |
| Negative | 73 |
| Negative (%) | 9.8% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -6.7 |
|---|---|
| 5-th percentile | -1.1 |
| Q1 | 2.4 |
| median | 5.35 |
| Q3 | 7.325 |
| 95-th percentile | 13.4 |
| Maximum | 15.7 |
| Range | 22.4 |
| Interquartile range (IQR) | 4.925 |
Descriptive statistics
| Standard deviation | 4.2602851 |
|---|---|
| Coefficient of variation (CV) | 0.799549 |
| Kurtosis | -0.31395247 |
| Mean | 5.3283602 |
| Median Absolute Deviation (MAD) | 2.55 |
| Skewness | 0.27868748 |
| Sum | 3964.3 |
| Variance | 18.150029 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.8 | 17 | 2.3% |
| 6.8 | 17 | 2.3% |
| 7.2 | 16 | 2.2% |
| 5.9 | 15 | 2.0% |
| 6.7 | 14 | 1.9% |
| 10.7 | 14 | 1.9% |
| 6 | 13 | 1.7% |
| 11.7 | 12 | 1.6% |
| 10.6 | 12 | 1.6% |
| 8.4 | 12 | 1.6% |
| Other values (133) | 602 |
| Value | Count | Frequency (%) |
| -6.7 | 1 | 0.1% |
| -5 | 1 | 0.1% |
| -4.5 | 1 | 0.1% |
| -4 | 1 | 0.1% |
| -3.7 | 1 | 0.1% |
| -3.2 | 1 | 0.1% |
| -3.1 | 1 | 0.1% |
| -2.9 | 2 | |
| -2.8 | 2 | |
| -2.7 | 3 |
| Value | Count | Frequency (%) |
| 15.7 | 1 | 0.1% |
| 15.6 | 1 | 0.1% |
| 15.5 | 1 | 0.1% |
| 15.1 | 6 | |
| 15 | 5 | |
| 14.4 | 4 | |
| 14.3 | 3 | 0.4% |
| 13.9 | 8 | |
| 13.8 | 4 | |
| 13.4 | 6 |
dew
Real number (ℝ)
| Distinct | 133 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4446237 |
| Minimum | -11.4 |
|---|---|
| Maximum | 14.4 |
| Zeros | 2 |
| Zeros (%) | 0.3% |
| Negative | 335 |
| Negative (%) | 45.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -11.4 |
|---|---|
| 5-th percentile | -7.3 |
| Q1 | -3.4 |
| median | 1.1 |
| Q3 | 6.2 |
| 95-th percentile | 9.985 |
| Maximum | 14.4 |
| Range | 25.8 |
| Interquartile range (IQR) | 9.6 |
Descriptive statistics
| Standard deviation | 5.7408853 |
|---|---|
| Coefficient of variation (CV) | 3.973966 |
| Kurtosis | -0.94493472 |
| Mean | 1.4446237 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.041366326 |
| Sum | 1074.8 |
| Variance | 32.957764 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.1 | 24 | 3.2% |
| 8.8 | 23 | 3.1% |
| 6.7 | 22 | 3.0% |
| 7.8 | 21 | 2.8% |
| 5 | 21 | 2.8% |
| 1.1 | 20 | 2.7% |
| 5.6 | 18 | 2.4% |
| -2.9 | 18 | 2.4% |
| 7.2 | 18 | 2.4% |
| -3.4 | 17 | 2.3% |
| Other values (123) | 542 |
| Value | Count | Frequency (%) |
| -11.4 | 1 | 0.1% |
| -10.9 | 1 | 0.1% |
| -10.7 | 1 | 0.1% |
| -10.6 | 1 | 0.1% |
| -10.2 | 1 | 0.1% |
| -10.1 | 2 | |
| -9.3 | 1 | 0.1% |
| -9.1 | 2 | |
| -9 | 3 | |
| -8.9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 14.4 | 1 | 0.1% |
| 13.9 | 6 | |
| 13.8 | 2 | 0.3% |
| 13.4 | 4 | |
| 13.3 | 1 | 0.1% |
| 12.9 | 3 | |
| 12.8 | 1 | 0.1% |
| 12.3 | 5 | |
| 12.2 | 1 | 0.1% |
| 11.8 | 1 | 0.1% |
humidity
Real number (ℝ)
| Distinct | 647 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.404624 |
| Minimum | 30.19 |
|---|---|
| Maximum | 96.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 30.19 |
|---|---|
| 5-th percentile | 42.5 |
| Q1 | 55.6425 |
| median | 69.19 |
| Q3 | 85.9525 |
| 95-th percentile | 92.84 |
| Maximum | 96.5 |
| Range | 66.31 |
| Interquartile range (IQR) | 30.31 |
Descriptive statistics
| Standard deviation | 16.965709 |
|---|---|
| Coefficient of variation (CV) | 0.24444638 |
| Kurtosis | -1.1377864 |
| Mean | 69.404624 |
| Median Absolute Deviation (MAD) | 15.27 |
| Skewness | -0.12351269 |
| Sum | 51637.04 |
| Variance | 287.83528 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 90.36 | 4 | 0.5% |
| 88.82 | 4 | 0.5% |
| 89.27 | 3 | 0.4% |
| 93.43 | 3 | 0.4% |
| 92.59 | 3 | 0.4% |
| 92.2 | 3 | 0.4% |
| 92.49 | 3 | 0.4% |
| 61.93 | 3 | 0.4% |
| 65.07 | 3 | 0.4% |
| 89.33 | 3 | 0.4% |
| Other values (637) | 712 |
| Value | Count | Frequency (%) |
| 30.19 | 1 | |
| 30.52 | 1 | |
| 31.52 | 1 | |
| 32.11 | 1 | |
| 32.33 | 1 | |
| 32.76 | 1 | |
| 33.5 | 1 | |
| 33.6 | 1 | |
| 34.01 | 1 | |
| 34.51 | 1 |
| Value | Count | Frequency (%) |
| 96.5 | 1 | |
| 96.47 | 2 | |
| 96.39 | 1 | |
| 96.14 | 1 | |
| 93.69 | 1 | |
| 93.68 | 1 | |
| 93.66 | 1 | |
| 93.56 | 1 | |
| 93.52 | 1 | |
| 93.47 | 1 |
precip
Real number (ℝ)
ZEROS
| Distinct | 66 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.012908602 |
| Minimum | 0 |
|---|---|
| Maximum | 0.773 |
| Zeros | 650 |
| Zeros (%) | 87.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.06185 |
| Maximum | 0.773 |
| Range | 0.773 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.061204595 |
|---|---|
| Coefficient of variation (CV) | 4.7413805 |
| Kurtosis | 68.747683 |
| Mean | 0.012908602 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.5080775 |
| Sum | 9.604 |
| Variance | 0.0037460024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 650 | |
| 0.014 | 6 | 0.8% |
| 0.019 | 5 | 0.7% |
| 0.008 | 4 | 0.5% |
| 0.016 | 3 | 0.4% |
| 0.062 | 3 | 0.4% |
| 0.011 | 3 | 0.4% |
| 0.026 | 3 | 0.4% |
| 0.006 | 3 | 0.4% |
| 0.013 | 2 | 0.3% |
| Other values (56) | 62 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 650 | |
| 0.005 | 2 | 0.3% |
| 0.006 | 3 | 0.4% |
| 0.008 | 4 | 0.5% |
| 0.011 | 3 | 0.4% |
| 0.013 | 2 | 0.3% |
| 0.014 | 6 | 0.8% |
| 0.015 | 1 | 0.1% |
| 0.016 | 3 | 0.4% |
| 0.018 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.773 | 1 | |
| 0.66 | 1 | |
| 0.607 | 1 | |
| 0.396 | 1 | |
| 0.391 | 1 | |
| 0.364 | 1 | |
| 0.339 | 1 | |
| 0.334 | 1 | |
| 0.29 | 1 | |
| 0.276 | 1 |
precipprob
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 | |
|---|---|
| 100 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.2526882 |
| Min length | 1 |
Characters and Unicode
| Total characters | 932 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 650 | |
| 100 | 94 | 12.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 650 | |
| 100 | 94 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 94 | 10.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 932 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 94 | 10.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 932 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 94 | 10.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 932 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 94 | 10.1% |
preciptype
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 650 |
| Missing (%) | 87.4% |
| Memory size | 5.9 KiB |
| rain |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 376 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rain |
|---|---|
| 2nd row | rain |
| 3rd row | rain |
| 4th row | rain |
| 5th row | rain |
Common Values
| Value | Count | Frequency (%) |
| rain | 94 | 12.6% |
| (Missing) | 650 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rain | 94 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 94 | |
| a | 94 | |
| i | 94 | |
| n | 94 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 376 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 94 | |
| a | 94 | |
| i | 94 | |
| n | 94 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 376 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 94 | |
| a | 94 | |
| i | 94 | |
| n | 94 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 376 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 94 | |
| a | 94 | |
| i | 94 | |
| n | 94 |
snow
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 744 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 744 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 744 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 744 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 744 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 744 |
snowdepth
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 744 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 744 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 744 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 744 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 744 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 744 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 744 |
windgust
Real number (ℝ)
| Distinct | 126 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.186022 |
| Minimum | 5.4 |
|---|---|
| Maximum | 92.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 5.4 |
|---|---|
| 5-th percentile | 7.6 |
| Q1 | 13 |
| median | 24.1 |
| Q3 | 33.5 |
| 95-th percentile | 60.97 |
| Maximum | 92.5 |
| Range | 87.1 |
| Interquartile range (IQR) | 20.5 |
Descriptive statistics
| Standard deviation | 16.194334 |
|---|---|
| Coefficient of variation (CV) | 0.61843429 |
| Kurtosis | 1.0884323 |
| Mean | 26.186022 |
| Median Absolute Deviation (MAD) | 9.85 |
| Skewness | 1.1442315 |
| Sum | 19482.4 |
| Variance | 262.25644 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9.4 | 68 | 9.1% |
| 11.2 | 55 | 7.4% |
| 16.6 | 49 | 6.6% |
| 27.7 | 47 | 6.3% |
| 14.8 | 41 | 5.5% |
| 25.9 | 40 | 5.4% |
| 7.6 | 39 | 5.2% |
| 29.5 | 37 | 5.0% |
| 18.4 | 26 | 3.5% |
| 13 | 25 | 3.4% |
| Other values (116) | 317 |
| Value | Count | Frequency (%) |
| 5.4 | 11 | 1.5% |
| 7.6 | 39 | |
| 9.4 | 68 | |
| 11.2 | 55 | |
| 13 | 25 | 3.4% |
| 14.8 | 41 | |
| 16.6 | 49 | |
| 18.4 | 26 | 3.5% |
| 20.5 | 21 | 2.8% |
| 22.3 | 20 | 2.7% |
| Value | Count | Frequency (%) |
| 92.5 | 1 | |
| 82.3 | 1 | |
| 78.6 | 1 | |
| 77.8 | 1 | |
| 76.2 | 1 | |
| 76 | 2 | |
| 73.6 | 1 | |
| 73 | 1 | |
| 72.4 | 1 | |
| 72.2 | 2 |
windspeed
Real number (ℝ)
| Distinct | 174 |
|---|---|
| Distinct (%) | 23.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.898253 |
| Minimum | 0 |
|---|---|
| Maximum | 37.9 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 7.2 |
| median | 9.95 |
| Q3 | 14.5 |
| 95-th percentile | 21.9 |
| Maximum | 37.9 |
| Range | 37.9 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 6.4266927 |
|---|---|
| Coefficient of variation (CV) | 0.58969937 |
| Kurtosis | 0.6444692 |
| Mean | 10.898253 |
| Median Absolute Deviation (MAD) | 3.85 |
| Skewness | 0.58553504 |
| Sum | 8108.3 |
| Variance | 41.302379 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1 | 18 | 2.4% |
| 7.6 | 18 | 2.4% |
| 11.2 | 18 | 2.4% |
| 9.2 | 17 | 2.3% |
| 7.2 | 17 | 2.3% |
| 5.2 | 16 | 2.2% |
| 11.1 | 15 | 2.0% |
| 0.4 | 15 | 2.0% |
| 7.5 | 14 | 1.9% |
| 7.8 | 12 | 1.6% |
| Other values (164) | 584 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.1 | 18 | |
| 0.2 | 10 | |
| 0.3 | 3 | 0.4% |
| 0.4 | 15 | |
| 0.5 | 10 | |
| 0.7 | 8 | |
| 0.8 | 3 | 0.4% |
| 0.9 | 6 | 0.8% |
| 1 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 37.9 | 1 | |
| 34.5 | 1 | |
| 32.7 | 1 | |
| 32.4 | 1 | |
| 31.4 | 1 | |
| 31 | 1 | |
| 29.2 | 1 | |
| 29 | 1 | |
| 27.7 | 1 | |
| 27.5 | 1 |
winddir
Real number (ℝ)
| Distinct | 186 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 187.65188 |
| Minimum | 0 |
|---|---|
| Maximum | 360 |
| Zeros | 4 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 52 |
| median | 250 |
| Q3 | 271 |
| 95-th percentile | 350 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 219 |
Descriptive statistics
| Standard deviation | 117.19396 |
|---|---|
| Coefficient of variation (CV) | 0.62452855 |
| Kurtosis | -1.4823486 |
| Mean | 187.65188 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | -0.36821604 |
| Sum | 139613 |
| Variance | 13734.424 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 260 | 34 | 4.6% |
| 270 | 21 | 2.8% |
| 261 | 20 | 2.7% |
| 250 | 17 | 2.3% |
| 50 | 16 | 2.2% |
| 59 | 15 | 2.0% |
| 259 | 15 | 2.0% |
| 269 | 14 | 1.9% |
| 41 | 13 | 1.7% |
| 271 | 13 | 1.7% |
| Other values (176) | 566 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.5% |
| 1 | 6 | |
| 2 | 10 | |
| 3 | 2 | 0.3% |
| 4 | 7 | |
| 5 | 7 | |
| 6 | 6 | |
| 7 | 6 | |
| 8 | 2 | 0.3% |
| 9 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 360 | 7 | |
| 359 | 7 | |
| 358 | 3 | |
| 357 | 2 | 0.3% |
| 356 | 2 | 0.3% |
| 355 | 2 | 0.3% |
| 354 | 3 | |
| 353 | 5 | |
| 352 | 2 | 0.3% |
| 351 | 2 | 0.3% |
sealevelpressure
Real number (ℝ)
| Distinct | 291 |
|---|---|
| Distinct (%) | 39.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1019.9276 |
| Minimum | 984.3 |
|---|---|
| Maximum | 1039.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 984.3 |
|---|---|
| 5-th percentile | 1003.615 |
| Q1 | 1012.95 |
| median | 1020.95 |
| Q3 | 1029.825 |
| 95-th percentile | 1033.185 |
| Maximum | 1039.9 |
| Range | 55.6 |
| Interquartile range (IQR) | 16.875 |
Descriptive statistics
| Standard deviation | 10.805135 |
|---|---|
| Coefficient of variation (CV) | 0.010594022 |
| Kurtosis | -0.089171101 |
| Mean | 1019.9276 |
| Median Absolute Deviation (MAD) | 8.75 |
| Skewness | -0.58892246 |
| Sum | 758826.1 |
| Variance | 116.75094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1030 | 12 | 1.6% |
| 1030.4 | 11 | 1.5% |
| 1016.4 | 9 | 1.2% |
| 1016.8 | 9 | 1.2% |
| 1005.2 | 8 | 1.1% |
| 1027.7 | 8 | 1.1% |
| 1030.1 | 8 | 1.1% |
| 1031.3 | 8 | 1.1% |
| 1015.9 | 7 | 0.9% |
| 1016.9 | 7 | 0.9% |
| Other values (281) | 657 |
| Value | Count | Frequency (%) |
| 984.3 | 1 | |
| 984.4 | 1 | |
| 984.8 | 1 | |
| 985.1 | 1 | |
| 985.3 | 1 | |
| 986.5 | 1 | |
| 986.8 | 1 | |
| 987.5 | 1 | |
| 988.6 | 1 | |
| 989.1 | 1 |
| Value | Count | Frequency (%) |
| 1039.9 | 1 | |
| 1039.8 | 1 | |
| 1039.7 | 1 | |
| 1039.3 | 1 | |
| 1039.2 | 1 | |
| 1038.6 | 1 | |
| 1038.5 | 1 | |
| 1037.7 | 1 | |
| 1037.1 | 2 | |
| 1036.9 | 1 |
cloudcover
Real number (ℝ)
ZEROS
| Distinct | 75 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.752688 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 34 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.8 |
| median | 84.6 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 99.2 |
Descriptive statistics
| Standard deviation | 46.470757 |
|---|---|
| Coefficient of variation (CV) | 0.84873928 |
| Kurtosis | -1.8725598 |
| Mean | 54.752688 |
| Median Absolute Deviation (MAD) | 15.4 |
| Skewness | -0.18583079 |
| Sum | 40736 |
| Variance | 2159.5312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 243 | |
| 0.4 | 116 | |
| 99.6 | 64 | 8.6% |
| 1.5 | 56 | 7.5% |
| 0.8 | 52 | 7.0% |
| 0 | 34 | 4.6% |
| 98.6 | 17 | 2.3% |
| 88.1 | 14 | 1.9% |
| 28.7 | 9 | 1.2% |
| 2.7 | 8 | 1.1% |
| Other values (65) | 131 |
| Value | Count | Frequency (%) |
| 0 | 34 | 4.6% |
| 0.4 | 116 | |
| 0.5 | 3 | 0.4% |
| 0.8 | 52 | |
| 0.9 | 3 | 0.4% |
| 1.2 | 2 | 0.3% |
| 1.5 | 56 | |
| 1.7 | 4 | 0.5% |
| 2.1 | 2 | 0.3% |
| 2.7 | 8 | 1.1% |
| Value | Count | Frequency (%) |
| 100 | 243 | |
| 99.9 | 3 | 0.4% |
| 99.6 | 64 | 8.6% |
| 99.3 | 1 | 0.1% |
| 99.2 | 1 | 0.1% |
| 99 | 2 | 0.3% |
| 98.9 | 1 | 0.1% |
| 98.6 | 17 | 2.3% |
| 98.3 | 1 | 0.1% |
| 97.3 | 1 | 0.1% |
visibility
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.539651 |
| Minimum | 2.9 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 2.9 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 15.7 |
| median | 16 |
| Q3 | 16 |
| 95-th percentile | 16 |
| Maximum | 16 |
| Range | 13.1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 3.1205178 |
|---|---|
| Coefficient of variation (CV) | 0.21462124 |
| Kurtosis | 3.1498968 |
| Mean | 14.539651 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.1114336 |
| Sum | 10817.5 |
| Variance | 9.7376316 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 491 | |
| 15.9 | 45 | 6.0% |
| 15.8 | 17 | 2.3% |
| 5.9 | 12 | 1.6% |
| 9.7 | 11 | 1.5% |
| 14.1 | 10 | 1.3% |
| 15.7 | 10 | 1.3% |
| 15.6 | 9 | 1.2% |
| 7.9 | 8 | 1.1% |
| 6 | 7 | 0.9% |
| Other values (48) | 124 | 16.7% |
| Value | Count | Frequency (%) |
| 2.9 | 1 | 0.1% |
| 3 | 2 | 0.3% |
| 3.9 | 1 | 0.1% |
| 4 | 2 | 0.3% |
| 4.1 | 1 | 0.1% |
| 4.8 | 2 | 0.3% |
| 4.9 | 6 | |
| 5 | 5 | |
| 5.8 | 4 | 0.5% |
| 5.9 | 12 |
| Value | Count | Frequency (%) |
| 16 | 491 | |
| 15.9 | 45 | 6.0% |
| 15.8 | 17 | 2.3% |
| 15.7 | 10 | 1.3% |
| 15.6 | 9 | 1.2% |
| 15.5 | 7 | 0.9% |
| 15.4 | 4 | 0.5% |
| 15.3 | 3 | 0.4% |
| 15.1 | 1 | 0.1% |
| 14.1 | 10 | 1.3% |
solarradiation
Real number (ℝ)
ZEROS
| Distinct | 170 |
|---|---|
| Distinct (%) | 22.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.255376 |
| Minimum | 0 |
|---|---|
| Maximum | 596 |
| Zeros | 460 |
| Zeros (%) | 61.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 60 |
| 95-th percentile | 410.25 |
| Maximum | 596 |
| Range | 596 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 124.30142 |
|---|---|
| Coefficient of variation (CV) | 1.9966374 |
| Kurtosis | 4.6160188 |
| Mean | 62.255376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3317365 |
| Sum | 46318 |
| Variance | 15450.842 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 460 | |
| 18 | 6 | 0.8% |
| 53 | 6 | 0.8% |
| 19 | 6 | 0.8% |
| 84 | 6 | 0.8% |
| 9 | 6 | 0.8% |
| 118 | 5 | 0.7% |
| 5 | 5 | 0.7% |
| 7 | 5 | 0.7% |
| 23 | 5 | 0.7% |
| Other values (160) | 234 |
| Value | Count | Frequency (%) |
| 0 | 460 | |
| 3 | 2 | 0.3% |
| 5 | 5 | 0.7% |
| 6 | 1 | 0.1% |
| 7 | 5 | 0.7% |
| 8 | 1 | 0.1% |
| 9 | 6 | 0.8% |
| 11 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 13 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 596 | 1 | |
| 566 | 1 | |
| 547 | 1 | |
| 543 | 1 | |
| 529 | 1 | |
| 527 | 1 | |
| 497 | 1 | |
| 496 | 1 | |
| 494 | 1 | |
| 489 | 1 |
solarenergy
Real number (ℝ)
ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22432796 |
| Minimum | 0 |
|---|---|
| Maximum | 2.1 |
| Zeros | 483 |
| Zeros (%) | 64.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 1.5 |
| Maximum | 2.1 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.44764926 |
|---|---|
| Coefficient of variation (CV) | 1.9955126 |
| Kurtosis | 4.6042409 |
| Mean | 0.22432796 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3285843 |
| Sum | 166.9 |
| Variance | 0.20038986 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 483 | |
| 0.1 | 47 | 6.3% |
| 0.2 | 35 | 4.7% |
| 0.4 | 29 | 3.9% |
| 0.3 | 27 | 3.6% |
| 0.5 | 17 | 2.3% |
| 0.6 | 15 | 2.0% |
| 0.7 | 15 | 2.0% |
| 1.6 | 11 | 1.5% |
| 1.7 | 10 | 1.3% |
| Other values (12) | 55 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 483 | |
| 0.1 | 47 | 6.3% |
| 0.2 | 35 | 4.7% |
| 0.3 | 27 | 3.6% |
| 0.4 | 29 | 3.9% |
| 0.5 | 17 | 2.3% |
| 0.6 | 15 | 2.0% |
| 0.7 | 15 | 2.0% |
| 0.8 | 4 | 0.5% |
| 0.9 | 5 | 0.7% |
| Value | Count | Frequency (%) |
| 2.1 | 1 | 0.1% |
| 2 | 3 | 0.4% |
| 1.9 | 2 | 0.3% |
| 1.8 | 4 | 0.5% |
| 1.7 | 10 | |
| 1.6 | 11 | |
| 1.5 | 9 | |
| 1.4 | 6 | |
| 1.3 | 4 | 0.5% |
| 1.2 | 8 |
uvindex
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61021505 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 545 |
| Zeros (%) | 73.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2660609 |
|---|---|
| Coefficient of variation (CV) | 2.0747783 |
| Kurtosis | 4.57957 |
| Mean | 0.61021505 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3146494 |
| Sum | 454 |
| Variance | 1.6029103 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 545 | |
| 1 | 90 | 12.1% |
| 2 | 40 | 5.4% |
| 4 | 25 | 3.4% |
| 5 | 23 | 3.1% |
| 3 | 19 | 2.6% |
| 6 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 545 | |
| 1 | 90 | 12.1% |
| 2 | 40 | 5.4% |
| 3 | 19 | 2.6% |
| 4 | 25 | 3.4% |
| 5 | 23 | 3.1% |
| 6 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 6 | 2 | 0.3% |
| 5 | 23 | 3.1% |
| 4 | 25 | 3.4% |
| 3 | 19 | 2.6% |
| 2 | 40 | 5.4% |
| 1 | 90 | 12.1% |
| 0 | 545 |
severerisk
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 10 | |
|---|---|
| 3 | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.9973118 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1486 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10 |
|---|---|
| 2nd row | 10 |
| 3rd row | 10 |
| 4th row | 10 |
| 5th row | 10 |
Common Values
| Value | Count | Frequency (%) |
| 10 | 742 | |
| 3 | 2 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 10 | 742 | |
| 3 | 2 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 742 | |
| 0 | 742 | |
| 3 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1486 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 742 | |
| 0 | 742 | |
| 3 | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1486 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 742 | |
| 0 | 742 | |
| 3 | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1486 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 742 | |
| 0 | 742 | |
| 3 | 2 | 0.1% |
conditions
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Clear | |
|---|---|
| Overcast | |
| Partially cloudy | |
| Rain, Overcast | |
| Rain | 1 |
Length
| Max length | 22 |
|---|---|
| Median length | 16 |
| Mean length | 8.7715054 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6526 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Clear |
|---|---|
| 2nd row | Clear |
| 3rd row | Clear |
| 4th row | Clear |
| 5th row | Clear |
Common Values
| Value | Count | Frequency (%) |
| Clear | 292 | |
| Overcast | 247 | |
| Partially cloudy | 111 | 14.9% |
| Rain, Overcast | 92 | 12.4% |
| Rain | 1 | 0.1% |
| Rain, Partially cloudy | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| overcast | 339 | |
| clear | 292 | |
| partially | 112 | 11.8% |
| cloudy | 112 | 11.8% |
| rain | 94 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 949 | |
| r | 743 | |
| e | 631 | |
| l | 628 | |
| c | 451 | 6.9% |
| t | 451 | 6.9% |
| O | 339 | 5.2% |
| v | 339 | 5.2% |
| s | 339 | 5.2% |
| C | 292 | 4.5% |
| Other values (10) | 1364 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6526 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 949 | |
| r | 743 | |
| e | 631 | |
| l | 628 | |
| c | 451 | 6.9% |
| t | 451 | 6.9% |
| O | 339 | 5.2% |
| v | 339 | 5.2% |
| s | 339 | 5.2% |
| C | 292 | 4.5% |
| Other values (10) | 1364 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6526 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 949 | |
| r | 743 | |
| e | 631 | |
| l | 628 | |
| c | 451 | 6.9% |
| t | 451 | 6.9% |
| O | 339 | 5.2% |
| v | 339 | 5.2% |
| s | 339 | 5.2% |
| C | 292 | 4.5% |
| Other values (10) | 1364 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6526 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 949 | |
| r | 743 | |
| e | 631 | |
| l | 628 | |
| c | 451 | 6.9% |
| t | 451 | 6.9% |
| O | 339 | 5.2% |
| v | 339 | 5.2% |
| s | 339 | 5.2% |
| C | 292 | 4.5% |
| Other values (10) | 1364 |
icon
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| cloudy | |
|---|---|
| clear-night | |
| clear-day | |
| rain | |
| partly-cloudy-night |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 9.2889785 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6911 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | clear-night |
|---|---|
| 2nd row | clear-night |
| 3rd row | clear-night |
| 4th row | clear-night |
| 5th row | clear-night |
Common Values
| Value | Count | Frequency (%) |
| cloudy | 247 | |
| clear-night | 192 | |
| clear-day | 100 | |
| rain | 94 | 12.6% |
| partly-cloudy-night | 77 | 10.3% |
| partly-cloudy-day | 34 | 4.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| cloudy | 247 | |
| clear-night | 192 | |
| clear-day | 100 | |
| rain | 94 | 12.6% |
| partly-cloudy-night | 77 | 10.3% |
| partly-cloudy-day | 34 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 761 | |
| c | 650 | 9.4% |
| a | 631 | 9.1% |
| y | 603 | 8.7% |
| - | 514 | 7.4% |
| r | 497 | 7.2% |
| d | 492 | 7.1% |
| t | 380 | 5.5% |
| n | 363 | 5.3% |
| i | 363 | 5.3% |
| Other values (6) | 1657 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6911 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 761 | |
| c | 650 | 9.4% |
| a | 631 | 9.1% |
| y | 603 | 8.7% |
| - | 514 | 7.4% |
| r | 497 | 7.2% |
| d | 492 | 7.1% |
| t | 380 | 5.5% |
| n | 363 | 5.3% |
| i | 363 | 5.3% |
| Other values (6) | 1657 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6911 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 761 | |
| c | 650 | 9.4% |
| a | 631 | 9.1% |
| y | 603 | 8.7% |
| - | 514 | 7.4% |
| r | 497 | 7.2% |
| d | 492 | 7.1% |
| t | 380 | 5.5% |
| n | 363 | 5.3% |
| i | 363 | 5.3% |
| Other values (6) | 1657 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6911 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 761 | |
| c | 650 | 9.4% |
| a | 631 | 9.1% |
| y | 603 | 8.7% |
| - | 514 | 7.4% |
| r | 497 | 7.2% |
| d | 492 | 7.1% |
| t | 380 | 5.5% |
| n | 363 | 5.3% |
| i | 363 | 5.3% |
| Other values (6) | 1657 |
stations
Categorical
IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 | |
|---|---|
| 72505394728,72055399999,KLGA,KJRB,F1417,KNYC | 33 |
| 72505394728,72055399999,KLGA,KJRB,F1417,72503014732 | 9 |
| 72505394728,KLGA,KJRB,F1417,KNYC,72503014732 | 3 |
| 72505394728,KLGA,KJRB,F1417,KNYC | 1 |
| Other values (2) | 2 |
Length
| Max length | 56 |
|---|---|
| Median length | 56 |
| Mean length | 55.287634 |
| Min length | 32 |
Characters and Unicode
| Total characters | 41134 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
|---|---|
| 2nd row | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 3rd row | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 4th row | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 5th row | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
Common Values
| Value | Count | Frequency (%) |
| 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 | 696 | |
| 72505394728,72055399999,KLGA,KJRB,F1417,KNYC | 33 | 4.4% |
| 72505394728,72055399999,KLGA,KJRB,F1417,72503014732 | 9 | 1.2% |
| 72505394728,KLGA,KJRB,F1417,KNYC,72503014732 | 3 | 0.4% |
| 72505394728,KLGA,KJRB,F1417,KNYC | 1 | 0.1% |
| 72505394728,KLGA,F1417,KNYC,72503014732 | 1 | 0.1% |
| 72055399999,KLGA,KJRB,F1417,KNYC,72503014732 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 72505394728,72055399999,klga,kjrb,f1417,knyc,72503014732 | 696 | |
| 72505394728,72055399999,klga,kjrb,f1417,knyc | 33 | 4.4% |
| 72505394728,72055399999,klga,kjrb,f1417,72503014732 | 9 | 1.2% |
| 72505394728,klga,kjrb,f1417,knyc,72503014732 | 3 | 0.4% |
| 72505394728,klga,kjrb,f1417,knyc | 1 | 0.1% |
| 72505394728,klga,f1417,knyc,72503014732 | 1 | 0.1% |
| 72055399999,klga,kjrb,f1417,knyc,72503014732 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 4438 | |
| , | 4414 | |
| 7 | 4389 | |
| 5 | 3674 | |
| 2 | 3645 | |
| 0 | 2902 | 7.1% |
| 3 | 2902 | 7.1% |
| K | 2222 | 5.4% |
| 1 | 2198 | 5.3% |
| 4 | 2197 | 5.3% |
| Other values (11) | 8153 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 41134 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9 | 4438 | |
| , | 4414 | |
| 7 | 4389 | |
| 5 | 3674 | |
| 2 | 3645 | |
| 0 | 2902 | 7.1% |
| 3 | 2902 | 7.1% |
| K | 2222 | 5.4% |
| 1 | 2198 | 5.3% |
| 4 | 2197 | 5.3% |
| Other values (11) | 8153 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 41134 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9 | 4438 | |
| , | 4414 | |
| 7 | 4389 | |
| 5 | 3674 | |
| 2 | 3645 | |
| 0 | 2902 | 7.1% |
| 3 | 2902 | 7.1% |
| K | 2222 | 5.4% |
| 1 | 2198 | 5.3% |
| 4 | 2197 | 5.3% |
| Other values (11) | 8153 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 41134 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9 | 4438 | |
| , | 4414 | |
| 7 | 4389 | |
| 5 | 3674 | |
| 2 | 3645 | |
| 0 | 2902 | 7.1% |
| 3 | 2902 | 7.1% |
| K | 2222 | 5.4% |
| 1 | 2198 | 5.3% |
| 4 | 2197 | 5.3% |
| Other values (11) | 8153 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| name | datetime | temp | feelslike | dew | humidity | precip | precipprob | preciptype | snow | snowdepth | windgust | windspeed | winddir | sealevelpressure | cloudcover | visibility | solarradiation | solarenergy | uvindex | severerisk | conditions | icon | stations | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | New York City,USA | 2023-12-01T00:00:00 | 7.9 | 5.3 | 1.0 | 61.82 | 0.0 | 0 | NaN | 0 | 0 | 20.5 | 14.7 | 259 | 1021.6 | 0.4 | 16.0 | 0 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 1 | New York City,USA | 2023-12-01T01:00:00 | 6.7 | 4.8 | 1.0 | 66.86 | 0.0 | 0 | NaN | 0 | 0 | 16.6 | 9.4 | 219 | 1021.1 | 0.8 | 16.0 | 0 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 2 | New York City,USA | 2023-12-01T02:00:00 | 6.7 | 4.0 | 0.5 | 64.68 | 0.0 | 0 | NaN | 0 | 0 | 16.6 | 14.3 | 249 | 1021.7 | 0.8 | 16.0 | 0 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 3 | New York City,USA | 2023-12-01T03:00:00 | 6.2 | 4.6 | 0.5 | 67.18 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 7.7 | 259 | 1021.6 | 0.8 | 16.0 | 0 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 4 | New York City,USA | 2023-12-01T04:00:00 | 6.2 | 4.6 | 0.6 | 67.29 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 7.6 | 220 | 1021.6 | 0.4 | 16.0 | 0 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 5 | New York City,USA | 2023-12-01T05:00:00 | 5.7 | 3.3 | 1.0 | 71.94 | 0.0 | 0 | NaN | 0 | 0 | 16.6 | 11.1 | 239 | 1021.7 | 0.4 | 16.0 | 0 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 6 | New York City,USA | 2023-12-01T06:00:00 | 5.7 | 3.6 | 1.1 | 72.22 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 9.4 | 239 | 1022.0 | 0.4 | 16.0 | 0 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 7 | New York City,USA | 2023-12-01T07:00:00 | 5.7 | 3.0 | 1.1 | 72.13 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 12.8 | 269 | 1022.0 | 0.4 | 16.0 | 9 | 0.0 | 0 | 10 | Clear | clear-night | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 8 | New York City,USA | 2023-12-01T08:00:00 | 5.7 | 3.7 | 1.6 | 75.06 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 9.0 | 262 | 1022.3 | 0.8 | 16.0 | 91 | 0.3 | 1 | 10 | Clear | clear-day | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 9 | New York City,USA | 2023-12-01T09:00:00 | 6.2 | 4.7 | 2.1 | 74.83 | 0.0 | 0 | NaN | 0 | 0 | 68.4 | 7.5 | 200 | 1022.3 | 1.5 | 16.0 | 230 | 0.8 | 2 | 10 | Clear | clear-day | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| name | datetime | temp | feelslike | dew | humidity | precip | precipprob | preciptype | snow | snowdepth | windgust | windspeed | winddir | sealevelpressure | cloudcover | visibility | solarradiation | solarenergy | uvindex | severerisk | conditions | icon | stations | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 734 | New York City,USA | 2023-12-31T14:00:00 | 6.2 | 2.8 | -2.9 | 52.47 | 0.0 | 0 | NaN | 0 | 0 | 31.7 | 18.2 | 270 | 1014.7 | 99.6 | 16.0 | 65 | 0.2 | 1 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,72503014732 |
| 735 | New York City,USA | 2023-12-31T15:00:00 | 6.2 | 3.3 | -2.9 | 52.32 | 0.0 | 0 | NaN | 0 | 0 | 22.3 | 14.5 | 270 | 1015.0 | 100.0 | 16.0 | 40 | 0.1 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 736 | New York City,USA | 2023-12-31T16:00:00 | 6.1 | 3.8 | -2.9 | 52.39 | 0.0 | 0 | NaN | 0 | 0 | 18.4 | 11.2 | 268 | 1015.1 | 100.0 | 16.0 | 5 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 737 | New York City,USA | 2023-12-31T17:00:00 | 6.2 | 4.2 | -3.4 | 50.55 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 9.4 | 288 | 1015.7 | 100.0 | 16.0 | 0 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 738 | New York City,USA | 2023-12-31T18:00:00 | 6.2 | 3.8 | -3.4 | 50.52 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 11.1 | 263 | 1016.0 | 100.0 | 16.0 | 0 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 739 | New York City,USA | 2023-12-31T19:00:00 | 6.2 | 3.9 | -3.4 | 50.52 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 10.6 | 273 | 1016.4 | 100.0 | 15.9 | 0 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 740 | New York City,USA | 2023-12-31T20:00:00 | 5.7 | 3.2 | -2.3 | 56.51 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 11.2 | 260 | 1016.4 | 100.0 | 16.0 | 0 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 741 | New York City,USA | 2023-12-31T21:00:00 | 5.7 | 3.7 | -1.8 | 58.85 | 0.0 | 0 | NaN | 0 | 0 | 13.0 | 9.0 | 263 | 1016.4 | 100.0 | 16.0 | 0 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 742 | New York City,USA | 2023-12-31T22:00:00 | 5.7 | 3.7 | -1.3 | 60.99 | 0.0 | 0 | NaN | 0 | 0 | 13.0 | 9.2 | 250 | 1016.4 | 100.0 | 16.0 | 0 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |
| 743 | New York City,USA | 2023-12-31T23:00:00 | 5.7 | 3.6 | -0.8 | 63.12 | 0.0 | 0 | NaN | 0 | 0 | 14.8 | 9.4 | 259 | 1016.4 | 99.6 | 16.0 | 0 | 0.0 | 0 | 10 | Overcast | cloudy | 72505394728,72055399999,KLGA,KJRB,F1417,KNYC,72503014732 |